Triple

T9600411
Position Surface form Disambiguated ID Type / Status
Subject Mordehai Milgrom E231833 entity
Predicate knownFor P22 FINISHED
Object Modified Newtonian Dynamics
Modified Newtonian Dynamics is an alternative theory of gravity proposed to explain galaxy rotation curves and other astrophysical phenomena without invoking dark matter.
E808785 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Modified Newtonian Dynamics | Statement: [Mordehai Milgrom, knownFor, Modified Newtonian Dynamics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Modified Newtonian Dynamics
Context triple: [Mordehai Milgrom, knownFor, Modified Newtonian Dynamics]
  • A. Newtonian gravitational cosmology
    Newtonian gravitational cosmology is a classical framework that applies Newton’s law of universal gravitation to model the large-scale structure, dynamics, and evolution of the universe before the advent of general relativity.
  • B. Quintessence: The Mystery of Missing Mass in the Universe
    "Quintessence: The Mystery of Missing Mass in the Universe" is a popular science book that explores the nature of dark matter, dark energy, and the cosmic forces shaping the universe’s structure and fate.
  • C. Schwarzschild method in galactic dynamics
    The Schwarzschild method in galactic dynamics is a numerical orbit-superposition technique used to construct self-consistent models of galaxies and infer their mass distributions, including dark matter and central black holes.
  • D. Brans–Dicke theory
    Brans–Dicke theory is an alternative theory of gravitation to Einstein’s general relativity that introduces a scalar field to allow for a varying gravitational “constant.”
  • E. Milky Way dark matter halo
    The Milky Way dark matter halo is the vast, roughly spherical, invisible mass of dark matter surrounding our galaxy that dominates its gravitational potential and governs the motions of its stars, gas, and satellite galaxies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Modified Newtonian Dynamics
Triple: [Mordehai Milgrom, knownFor, Modified Newtonian Dynamics]
Generated description
Modified Newtonian Dynamics is an alternative theory of gravity proposed to explain galaxy rotation curves and other astrophysical phenomena without invoking dark matter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Modified Newtonian Dynamics
Target entity description: Modified Newtonian Dynamics is an alternative theory of gravity proposed to explain galaxy rotation curves and other astrophysical phenomena without invoking dark matter.
  • A. Newtonian gravitational cosmology
    Newtonian gravitational cosmology is a classical framework that applies Newton’s law of universal gravitation to model the large-scale structure, dynamics, and evolution of the universe before the advent of general relativity.
  • B. Quintessence: The Mystery of Missing Mass in the Universe
    "Quintessence: The Mystery of Missing Mass in the Universe" is a popular science book that explores the nature of dark matter, dark energy, and the cosmic forces shaping the universe’s structure and fate.
  • C. Schwarzschild method in galactic dynamics
    The Schwarzschild method in galactic dynamics is a numerical orbit-superposition technique used to construct self-consistent models of galaxies and infer their mass distributions, including dark matter and central black holes.
  • D. Brans–Dicke theory
    Brans–Dicke theory is an alternative theory of gravitation to Einstein’s general relativity that introduces a scalar field to allow for a varying gravitational “constant.”
  • E. Milky Way dark matter halo
    The Milky Way dark matter halo is the vast, roughly spherical, invisible mass of dark matter surrounding our galaxy that dominates its gravitational potential and governs the motions of its stars, gas, and satellite galaxies.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca8484838c8190b2049199d22fef70 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a3934d481908400a63335d644bd completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d161a4a7ac81909060a929e5489512 completed April 4, 2026, 7:08 p.m.
NEDg Description generation batch_69d16387182c8190bd2115dbffb31d5c completed April 4, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69d163e654388190ba9b617e6fac18ad completed April 4, 2026, 7:17 p.m.
Created at: March 30, 2026, 8:07 p.m.